Neutral Substrates: A Design Constraint for Shared Records Under Persistent Interpretive Disagreement
This paper proposes a design constraint for shared accountability records under persistent interpretive disagreement, defining a "neutral substrate" that guarantees neutrality by restricting foundational commitments to fixed referential and attributional facts while representing all contested causal and normative claims solely as attributed assertions with provenance.
Original paper licensed under CC BY 4.0 (http://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer
Imagine you are building a giant, shared digital scrapbook for a group of friends who can never agree on what actually happened at last weekend's party. One friend says, "Alex spilled the punch because they were dancing too wild!" Another says, "No, the table was wobbly!" A third says, "It was a prank!"
If you just write "Alex spilled the punch" in the big, bold title of the scrapbook, you've picked a side. You've told the whole world that Alex is the culprit. The friends who blame the table will throw the book away. But if you leave the page blank, you've erased the story entirely, and no one can figure out who said what.
This paper by Denise Case tackles that exact headache, but for serious records like court cases, medical audits, or AI decisions. The author proposes a clever design trick called a "Neutral Substrate." Think of it as the sturdy, invisible cardboard backing of the scrapbook.
The Big Idea: The "Who Said It" Rule
The paper's main finding is that to keep a shared record useful for everyone—even those who will never agree on the truth—you must separate what happened from who claims it happened.
The author argues that the "cardboard backing" (the foundational layer of the record) should only hold the facts everyone can point to: Who was there, what object was involved, when it happened, and where the record came from. It should never take a stand on why it happened or who was to blame.
Instead, if someone wants to say, "The wobbly table caused the spill," the record doesn't write that as a fact. It writes: "The Friend Who Blames the Table claims that the wobbly table caused the spill."
In technical terms, the paper calls this reification. It turns a claim into an object. The record commits to the fact that "a claim was made," but it refuses to commit to the claim itself being true.
What This Paper Says "No" To
The author is very clear about what this design is not.
- It is not a blank page. You cannot just delete the controversial parts. If you leave out the claim that "Alex was dancing," you lose the ability to hold Alex accountable. The record must keep the claim, but it must label it clearly as someone else's opinion.
- It is not a referee. The record does not decide who is right. It doesn't say, "The table was definitely wobbly." It just says, "Here is the evidence that someone said the table was wobbly."
- It is not magic. The paper explicitly rules out using this trick if the friends can't even agree on the basics. If one friend says, "Alex was at the party," and another says, "Alex wasn't even invited," the "cardboard backing" breaks. You can't have a neutral record if you can't even agree on who or what you are talking about. The paper calls this the "Boundary Condition": if the reference (the "who" and "what") is contested, neutrality is impossible.
How Sure Are We?
The author isn't running a simulation or guessing based on a hunch. This is a logical proof. The paper sets up a strict set of rules (definitions) and shows that if you follow this specific design constraint, you are mathematically guaranteed to stay neutral.
The author states that this guarantee works if and only if two things are true:
- Everyone agrees on the basic "who" and "what" (the referential common ground).
- The disagreements are strictly about the "why" and "who's to blame" (the contested causal or normative propositions).
If those conditions are met, the paper proves that the only way to stay neutral is to restrict the foundational layer to just the "who/what" and the "who said what." Any other way of building the record will accidentally force the system to pick a side.
The Playful Takeaway
Think of the Neutral Substrate as a super-organized librarian. The librarian doesn't care if you think the book is a masterpiece or a piece of trash. The librarian's job is just to make sure:
- The book is on the right shelf (Reference).
- The book is actually by the author you think it is (Attribution).
- The book says "This is a masterpiece" (The Claim).
But the librarian never stamps the book with a giant gold star saying "This IS a masterpiece." That stamp would be the librarian's opinion, and it would ruin the library for anyone who thinks the book is trash.
By keeping the "gold star" off the shelf and only keeping the "someone said it's a masterpiece" note attached to the book, the library stays open for everyone, forever, even if they never stop arguing about the story inside.
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